Pseudo-Labeling and Confirmation Bias in Deep Semi-Supervised Learning.
Eric ArazoDiego OrtegoPaul AlbertNoel E. O'ConnorKevin McGuinnessPublished in: IJCNN (2020)
Keyphrases
- semi supervised learning
- label propagation
- unsupervised learning
- active learning
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- partially labeled
- manifold regularization
- semi supervised classification
- training data
- text categorization
- machine learning
- learning problems
- graph based semi supervised learning
- semi supervised learning algorithms
- semi supervised learning methods
- image segmentation
- labeled examples
- text classification
- transfer learning
- domain adaptation
- regularization framework
- multi view learning
- training examples
- graph construction
- labeled and unlabeled data
- learning models
- object recognition
- pattern recognition
- feature extraction
- decision trees
- clustering algorithm